{"id":"W3095134286","doi":"10.1101/2020.10.26.356154","title":"Timing variability and midfrontal ~4 Hz rhythms correlate with cognition in Parkinson’s disease","year":2020,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Roy J. Carver Charitable Trust","keywords":"Cognition; Electroencephalography; Psychology; Audiology; Montreal Cognitive Assessment; Neuroscience; Neuromodulation; Working memory; Parkinson's disease; Cognitive decline; Scalp; Disease; Medicine; Cognitive impairment; Dementia; Internal medicine; Central nervous system; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002266854,0.000306014,0.0002232656,0.000481431,0.0001106572,0.000294818,0.0001061686,0.0002187043,0.000830494],"category_scores_gemma":[0.001049648,0.00009712115,0.0001456398,0.0003012257,0.0001575858,0.0001605614,0.0001964149,0.0002379917,0.00008426303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000133695,"about_ca_system_score_gemma":0.00006092141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001070837,"about_ca_topic_score_gemma":0.001279652,"domain_scores_codex":[0.9999343,0.00001399949,0.00001097025,0.00001734767,0.0000148812,0.000008423498],"domain_scores_gemma":[0.9993035,0.0001673612,0.0003958842,0.00003772951,0.00005276449,0.0000428393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002862963,0.0001559022,0.923214,0.00008105623,0.0002280892,0.0003901352,0.0001860445,0.0006434523,0.04394842,0.00006315839,0.0001962155,0.02803062],"study_design_scores_gemma":[0.00000967603,0.0001630157,0.9975535,0.000003702908,0.00002675135,0.0002570314,0.00003262532,0.0005490833,0.001264614,0.00006963327,0.00006670134,0.000003623131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989924,0.0002295561,0.0004298466,0.00001638939,0.000002455547,0.00000346865,0.000126886,0.000009085363,0.0001897838],"genre_scores_gemma":[0.9994385,0.00006552508,0.0002793616,0.000007234116,0.000004580832,0.000003473222,0.0001165758,0.000001573391,0.00008332482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001070837,"threshold_uncertainty_score":0.002778292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02976578419047383,"score_gpt":0.2333515904713714,"score_spread":0.2035858062808975,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}